Crate ndarray_linalg [−]
Linear algebra package for rust-ndarray using LAPACK via stainless-steel/lapack
Linear algebra methods
- QR decomposition
- singular value decomposition
- solve linear problem
- solve linear problem for triangular matrix
- inverse matrix
- eigenvalue decomposition for Hermite matrix
Utilities
Reexports
pub use assert::*; |
pub use cholesky::*; |
pub use convert::*; |
pub use diagonal::*; |
pub use eigh::*; |
pub use generate::*; |
pub use layout::*; |
pub use norm::*; |
pub use operator::*; |
pub use opnorm::*; |
pub use qr::*; |
pub use solve::*; |
pub use solveh::*; |
pub use svd::*; |
pub use trace::*; |
pub use triangular::*; |
pub use types::*; |
Modules
| assert |
Assertions for array |
| cholesky |
Cholesky decomposition |
| convert |
utilities for convert array |
| diagonal |
Vector as a Diagonal matrix |
| eigh |
Eigenvalue decomposition for Hermite matrices |
| error |
Define Errors |
| generate |
Generator functions for matrices |
| lapack_traits |
Define traits wrapping LAPACK routines |
| layout |
Memory layout of matrices |
| norm |
Norm of vectors |
| operator |
Linear Operator |
| opnorm |
Operator norm |
| qr |
QR decomposition |
| solve |
Solve linear problems |
| solveh |
Solve Hermite/Symmetric linear problems |
| svd |
singular-value decomposition |
| trace |
Trace calculation |
| triangular |
Methods for triangular matrices |
| types |
Basic types and their methods for linear algebra |
Macros
| assert_aclose | |
| assert_close_l1 | |
| assert_close_l2 | |
| assert_close_max | |
| assert_rclose |